-, Syed Mohammad Shahrukh (2021) Prediction of Changes in Electrical Power Consumption in future with the help of ARIMA model, with other Machine and Deep Learning Model. Masters thesis, Dublin, National College of Ireland.
Agnihotri, Ambuj (2021) DeepFake Detection using Deep Neural Networks. Masters thesis, Dublin, National College of Ireland.
Anota, Olawaunmi Sunday (2021) Comparative Analysis of Deep Learning and Machine Learning Techniques in Predicting Radiation Pneumonitis. Masters thesis, Dublin, National College of Ireland.
Balaraman, Kirubakaran (2021) A Robust Text-to-SQL Parser With Optimized Pretraining Approach. Masters thesis, Dublin, National College of Ireland.
Barry, Tiernan (2021) A Comparative Approach between Batch and Online Machine Learning for Predicting Next-Minute Cryptocurrency Price Direction. Masters thesis, Dublin, National College of Ireland.
Bhalerao, Komal Vijay (2021) Customer Reviews Sentiment Analysis: A hybrid technique of Lexicon and Machine Learning based Classification model (SVM, NB, Logistic Regression). Masters thesis, Dublin, National College of Ireland.
Bharadva, Komal Riddhish (2021) A Machine Learning framework to Detect Student’s Online Engagement. Masters thesis, Dublin, National College of Ireland.
Bhat, Shakoor Ahmad (2021) Detection of Polycystic Ovary Syndrome using Machine Learning Algorithms. Masters thesis, Dublin, National College of Ireland.
Chalwadi, Ketan R. (2021) Classification of Credit Card Fraudulent Transactions using Neural Network and Oversampling Technique. Masters thesis, Dublin, National College of Ireland.
Chandel, Ananya Pratap Singh (2021) Detecting Diabetic Retinopathy from Retinal fundus images using DC-CNN. Masters thesis, Dublin, National College of Ireland.
Chandrasekaran, Sruthi (2021) American Sign Language Recognition and Translation using Deep Learning and Computer Vision. Masters thesis, Dublin, National College of Ireland.
Chaudhry, Deeksha (2021) COVID-19 Vaccine Understanding and Aftereffects: Twitter User Mental Health Analysis and Pfizer Stock Predictions for Major Regions. Masters thesis, Dublin, National College of Ireland.
Chendvenkar, Ritika Pramod (2021) Identification and classification of leaf pests within the Indonesian mango farms using machine learning. Masters thesis, Dublin, National College of Ireland.
Chimthankar, Priyanka Prashant (2021) Speech Emotion Recognition using Deep Learning. Masters thesis, Dublin, National College of Ireland.
Connolly, Edmond (2021) The Suitability of Sarimax Time Series and LSTM Neural Networks for Predicting Electricity Consumption in Ireland. Masters thesis, Dublin, National College of Ireland.
Darekar, Parth (2021) A Comprehensive Study to Forecast the Delhi and Bangalore Cities Air Pollution using Machine Learning Models. Masters thesis, Dublin, National College of Ireland.
Dhali, Debratna (2021) A Food Recommendation System Combining InceptionV3 and KNN Considering Calorie Estimated From Images. Masters thesis, Dublin, National College of Ireland.
Dunne, Michael (2021) A comparative study on deep & machine learning techniques used for football injury prediction & prevention. Masters thesis, Dublin, National College of Ireland.
Egan, Ciaran (2021) Improving Credit Default Prediction Using Explainable AI. Masters thesis, Dublin, National College of Ireland.
Fischer, Marcelo (2021) An AI Approach to Investigate the Identification of Fake News in Brazilian Portuguese. Masters thesis, Dublin, National College of Ireland.
Fryer, Elmarie (2021) Predicting the likelihood of the need to launch a RNLI rescue boat in Ireland based on the Weather and Bank Holidays. Masters thesis, Dublin, National College of Ireland.
Gaffney, Aoife (2021) An Ensemble Learning Algorithm for ICU Patient Mortality Prediction. Masters thesis, Dublin, National College of Ireland.
Gaikar, Prathamesh (2021) Improving the Performance of Aspect Based Sentiment Analysis Using Transformer Based Techniques. Masters thesis, Dublin, National College of Ireland.
Gandhi, Shriya (2021) Classifying the Insincere Questions using Transfer Learning. Masters thesis, Dublin, National College of Ireland.
Gauravaram, Rishab Rao (2021) Prediction and Classification of Electrocardiogram-Signals using Machine Learning using Apache Spark. Masters thesis, Dublin, National College of Ireland.
Gontyala, Sai Prasanna (2021) Prediction of Cryptocurrency Price based on Sentiment Analysis and Machine Learning Approach. Masters thesis, Dublin, National College of Ireland.
Goraya, Tejveer Singh (2021) Short-Term Price Movement Prediction for Stock Market Indexes and its Application. Masters thesis, Dublin, National College of Ireland.
Gupta, Priyanka (2021) Leveraging Transfer learning techniques- BERT, RoBERTa, ALBERT and DistilBERT for Fake Review Detection. Masters thesis, Dublin, National College of Ireland.
Hapek, Krisztina (2021) A Fairness-based Recommender System for Charitable Lending Platform Kiva Using Classification and ϵ-Greedy Policy. Masters thesis, Dublin, National College of Ireland.
Hari Krishnan, Kannan (2021) E-commerce Product Similarity Match Detection using Product Text and Images. Masters thesis, Dublin, National College of Ireland.
He, Wei (2021) Using Natural Language Processing Techniques to Analyze the Impact of Covid-19 on Stock Market. Masters thesis, Dublin, National College of Ireland.
Hernandez Abasolo, Karen (2021) Detection of Knee Osteoarthritis Severity using a Fusion of Machine and Deep Learning models. Masters thesis, Dublin, National College of Ireland.
Jain, Silky (2021) Prediction of Length of Stay and Hospital Readmission for Diabetic Patients. Masters thesis, Dublin, National College of Ireland.
Jambukar, Aniket (2021) Fraudulent Healthcare Providers detection using Machine Learning Algorithms. Masters thesis, Dublin, National College of Ireland.
Jhamb, Arpan (2021) Optimization of Supply Chain Workflow in Food Industry. Masters thesis, Dublin, National College of Ireland.
Kaimoolayil Thomas, Elizabeth (2021) Prediction of Malignant Melanoma using Machine Learning. Masters thesis, Dublin, National College of Ireland.
Kanakaraj, Sushaant (2021) Real-time Motorcyclists Helmet Detection and Vehicle License Plate Extraction using Deep Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Kapadnis, Aboli (2021) Brain Tumor Detection using Transfer Learning Technique with AlexNet and CNN. Masters thesis, Dublin, National College of Ireland.
Kasaraghatta Thimmaraya Gowda, Sharath (2021) Machine Learning Applications in Predicting Breast Cancer Survival Using Gene Information. Masters thesis, Dublin, National College of Ireland.
Katmusare, Shubham Siras (2021) Sentiment Analysis using Capsules Network. Masters thesis, Dublin, National College of Ireland.
Khan, Aafaq Iqbal (2021) Text and Image Based Multi-model Fashion Image Retrieval system. Masters thesis, Dublin, National College of Ireland.
Khanna, Aman (2021) Classification of Pnuemonia disease from Chest X-rays using Deep Learning. Masters thesis, Dublin, National College of Ireland.
Koli, Rohan Narayan (2021) Classification of Speaker’s Age, Gender and Nationality using Transfer Learning. Masters thesis, Dublin, National College of Ireland.
Kulkarni, Pavan (2021) Named Entity Recognition on Kannada Low Resource Language using Deep Learning Models. Masters thesis, Dublin, National College of Ireland.
Kumar, Rohit (2021) Intracranial Hemorrhage Detection Using Deep Learning and Transfer Learning. Masters thesis, Dublin, National College of Ireland.
Kumar, Vivek (2021) Student Grade Prediction. Masters thesis, Dublin, National College of Ireland.
Kumari, Sweta (2021) Classification of PCOS/PCOD Using Transfer Learning and GAN Architectures to Generate Pseudo Ultrasound Images. Masters thesis, Dublin, National College of Ireland.
Lavania, Khushboo (2021) A Deep Learning Framework to identify real-world stego images. Masters thesis, Dublin, National College of Ireland.
Leone, Stefano (2021) Tracking Error of Passive Equity Funds. Data Analysis Using Morningstar Financial Data. Masters thesis, Dublin, National College of Ireland.
Londhe, Mayuresh (2021) Classification of Eye Diseases using Hybrid CNN-RNN Models. Masters thesis, Dublin, National College of Ireland.
Mahendran, Karthi (2021) Speech capable Customer Service Bot with Video-Audio based Emotion Recognition. Masters thesis, Dublin, National College of Ireland.
Maske, Shubham Rajabhau (2021) Micro-UAV Detection using Mask R-CNN. Masters thesis, Dublin, National College of Ireland.
Mastamardi, Prajwal Shivalingappa (2021) Anomaly identification in chest radiography. Masters thesis, Dublin, National College of Ireland.
Matele, Mahesh Arjun (2021) A recommender systems and social networking approach to alleviate the issue of cold start. Masters thesis, Dublin, National College of Ireland.
McGrane, Mark (2021) The Prediction and Optimisation of Smart Energy Usage through Machine Learning Recommendations. Masters thesis, Dublin, National College of Ireland.
McMullan, Stephen (2021) Current Applicability of Quantum Machine Learning to Data Analytics. Masters thesis, Dublin, National College of Ireland.
Mendjoge, Rutvik (2021) Synthetic Defocus Generation using Deep Learning. Masters thesis, Dublin, National College of Ireland.
Mohan, Namita (2021) An Encoder-Decoder Framework for Remote Sensing Image Captioning. Masters thesis, Dublin, National College of Ireland.
Mohite, Paritosh Diwakar (2021) Diagnosis of Covid-19 Pneumonia using Deep Learning and Transfer learning Techniques. Masters thesis, Dublin, National College of Ireland.
Moran Lee, Celine (2021) A Novel Framework for Automated External Defibrillator Deployment (FAEDD) in Identified High Risk Residential Areas. Masters thesis, Dublin, National College of Ireland.
Murugan, Girish Kandan (2021) Creation of a recommendation system to recommend cryptocurrency portfolio using Association rule mining. Masters thesis, Dublin, National College of Ireland.
Mutteppagol, Vidyashree Mahaling (2021) A Deep Learning Recommender System for Anime. Masters thesis, Dublin, National College of Ireland.
Nair, Rajesh Ramachandran (2021) Identification and Detection of Plagiarism in Music using Machine Learning Algorithms. Masters thesis, Dublin, National College of Ireland.
Nikam, Sachin (2021) Composition and production of music using Momentum LSTM. Masters thesis, Dublin, National College of Ireland.
Omoworare, Boluwatife Joseph (2021) Feature Selection and Machine Learning Algorithms for an Improved Credit Card Fraud Detection System. Masters thesis, Dublin, National College of Ireland.
Orr, Martin (2021) Short-Term Electrical Load Forecasting for Irish Supermarkets with Weather Forecast Data. Masters thesis, Dublin, National College of Ireland.
O’Loughlin, Rory (2021) Investigation Into Parameterisation of the FIMOTS Algorithm for Computational Efficiencies on FPM on Streams of Data. Masters thesis, Dublin, National College of Ireland.
Padalkar, Abhishek Sunil (2021) An Object Detection and Scaling Model for Plastic Waste Sorting. Masters thesis, Dublin, National College of Ireland.
Palwe, Yash Sanjay (2021) Hybrid Classifier for Analyzing Customer Satisfaction. Masters thesis, Dublin, National College of Ireland.
Paruthipattu, Sruthi Prabakaran (2021) Demand Forecasting based on External Factors using Clustering and Machine learning. Masters thesis, Dublin, National College of Ireland.
Patel, Anjuli (2021) A Machine Learning based Eye Tracking Framework to detect Zoom Fatigue. Masters thesis, Dublin, National College of Ireland.
Patil, Ruchita (2021) Prediction an air quality index data using machine learning and deep learning. Masters thesis, Dublin, National College of Ireland.
Patil, Tushar (2021) Credit Card Fraud Detection Using Conditional Tabular Generative Adversarial Networks (CT-GAN) and Supervised Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Patole, Shambhu Chandrakant (2021) Time Series Forecasting of Methane Emissions from Livestock using Machine Learning. Masters thesis, Dublin, National College of Ireland.
Patterson, Ian (2021) Novel Genetic Algorithms for Optimization of House Price Prediction: USA. Masters thesis, Dublin, National College of Ireland.
Raap, Maria (2021) Vehicle Damage Detection using Semi-Supervised Object Detection. Masters thesis, Dublin, National College of Ireland.
Raje, Shubham (2021) Detecting Diseases in Rice Leaf Using Deep Learning and Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Rajpara, Khushbu Mukeshbhai (2021) Single Image Super Resolution Using Multiple Deep Convolution Neural Network. Masters thesis, Dublin, National College of Ireland.
Rakate, Pooja (2021) A Deep Learning Framework to Classify Yoga Poses Hierarchically. Masters thesis, Dublin, National College of Ireland.
Rathee, Himanshu (2021) Repo Rate Modelling based on Financial and Economic Factors. Masters thesis, Dublin, National College of Ireland.
Ravindran, Vivek (2021) Student Grade Prediction. Masters thesis, Dublin, National College of Ireland.
Rayate, Devashish Vijay (2021) Synthetic Aperture Radar (SAR) Automatic Target Recognition (ATR) of Ships using Data Augmentation and Deep Learning. Masters thesis, Dublin, National College of Ireland.
Roshan Karthika, Saranya Varshni (2021) Forecasting Energy Generation in Spain from Renewable Sources Using Time Series and Neural Network Models. Masters thesis, Dublin, National College of Ireland.
Rudrappa Shivu, Prasad (2021) Online News Popularity Prediction using LSTM and Bi-LSTM. Masters thesis, Dublin, National College of Ireland.
Rungta, Ankit (2021) Detection of the Malpositioned Catheters and Endotracheal Tubes on Radiographs using Deep Learning Methods. Masters thesis, Dublin, National College of Ireland.
Sahasrabuddhe, Abhijit (2021) Prioritization Of Mobile Car Service Unit Placements Using Neural Networks. Masters thesis, Dublin, National College of Ireland.
Shaik, Mobeen (2021) Sentimental Analysis on the pharmaceutical drug reviews with Deep Learning and comparative study with ML algorithms. Masters thesis, Dublin, National College of Ireland.
Shetty, Purvi Prabhakar (2021) A Hybrid Feature Selection and Hybrid Prediction Model for Credit Risk Prediction. Masters thesis, Dublin, National College of Ireland.
Shinde, Palash (2021) Marine Debris Segmentation using Capsule Network (SegCaps). Masters thesis, Dublin, National College of Ireland.
Shivabasappa Kumbi, Veeresh (2021) Development Validation and Detection of Covid–19 using chest Radiography. Masters thesis, Dublin, National College of Ireland.
Shrivas, Rohit Kumar (2021) To what extent NLP with RNN and Transformer Based Deep Neural Network can be used to classify Insincere questions on Quora. Masters thesis, Dublin, National College of Ireland.
Shukla, Prathmesh (2021) PlagCaps: Prediction of Plagiarised Text on a Corpus Dataset using Deep Learning Algorithms. Masters thesis, Dublin, National College of Ireland.
Singh, Akash Ramsingh (2021) Generating Semantically Correct Hindi Captions Using Deep Neural Network. Masters thesis, Dublin, National College of Ireland.
Singh, Aanchal (2021) Detecting Exoplanets from light curves of Kepler Mission using Fast Fourier Transform and Recurrence Plots. Masters thesis, Dublin, National College of Ireland.
Singh, Harshita (2021) Identification of Mental Disorder based on Changes in Personal Behaviour using Machine Learning. Masters thesis, Dublin, National College of Ireland.
Singh, Jaswinder (2021) A Graph Neural Network for Predicting the Magnetic Interaction Between Atoms. Masters thesis, Dublin, National College of Ireland.
Sonkusare, Rakhi Ashok (2021) AppleCaps: A Capsule Model for Classification of Foliar Diseases in Apple Leaves. Masters thesis, Dublin, National College of Ireland.
Sorathiya, Dharavi Rasikbhai (2021) Gujarati Handwritten Character Recognition using Convolution Neural Network. Masters thesis, Dublin, National College of Ireland.
Srivastava, Shveta (2021) Genetic Algorithm Optimized Deep Learning Model for Parkinson Disease Severity Detection. Masters thesis, Dublin, National College of Ireland.
Surve, Vrushali Atul (2021) An Image-based Transfer Learning Framework for Classification of E-Commerce Products. Masters thesis, Dublin, National College of Ireland.
Swain, Deepak Kumar (2021) Combining VGG16 with Random Forest and Capsule Network for Detecting Multiple Myeloma. Masters thesis, Dublin, National College of Ireland.
Tanga, Samuel Biwei (2021) A Deep Learning Approach to Vehicle Make and Model Recognition with Specification Matching. Masters thesis, Dublin, National College of Ireland.
Tawade, Omkar (2021) A comparative study of cricket par score using Machine Learning and DL method. Masters thesis, Dublin, National College of Ireland.
Toriola, Adebayo J. (2021) Prediction of Bitcoin Prices Using Deep learning and Sentiment Analysis Based on Bitcoin Tweets. Masters thesis, Dublin, National College of Ireland.
Uddin, Muhammad Nizam (2021) Sector Based Stock Market Prediction In USA. Masters thesis, Dublin, National College of Ireland.
Valluri, Sai SriMaha Vishnu (2021) Deep Learning and Natural Language Processing Approach for Real Estate Property Description Generation. Masters thesis, Dublin, National College of Ireland.
Vyas, Jeet Jaikishan (2021) Analysis and predictions of CO2 emissions using Neural Networks. Masters thesis, Dublin, National College of Ireland.
Waghela, Jignesh Anil (2021) Identification of Acute Lymphocytic Leukemia (Blood Cancer) through microscopic images of blood samples. Masters thesis, Dublin, National College of Ireland.
Walsh, Dawn (2021) Investigating the Impact of Weather on Demand Prediction for Bike Sharing System. Masters thesis, Dublin, National College of Ireland.
Waters, Michelle (2021) Which geographical, socioeconomic and facility attributes predict hospital readmission from Skilled Nursing Facilities MSc Research Project MSc in Science of Data Analytics Michelle Waters Student ID: X17100020 School of Computing National College of Ireland Supervisor: Jorge Basilio. Masters thesis, Dublin, National College of Ireland.
Yadav, Vishal Kumar (2021) Performance Analysis of Convolution Neural Networks Using Semantic Segmentation for Driving Scenes. Masters thesis, Dublin, National College of Ireland.
Yan, Hongyi (2021) Comparison of machine learning in Intelligence Traffic System. Masters thesis, Dublin, National College of Ireland.
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